ArticleBMC bioinformatics2009
Modeling heterocyst pattern formation in cyanobacteria.
Article in BMC bioinformatics, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Anabaena-a promising chassis for space exploration.NPJ microgravity · 2026Review
- Terminal heterocyst differentiation in the Anabaena patA mutant as a result of post-transcriptional modifications and molecular leakage.PLoS computational biology · 2022Article
- The evolution of mechanisms to produce phenotypic heterogeneity in microorganisms.Nature communications · 2022Article
- Mathematical models of nitrogen-fixing cell patterns in filamentous cyanobacteria.Frontiers in cell and developmental biology · 2022Review
- Article
- Robust stochastic Turing patterns in the development of a one-dimensional cyanobacterial organism.PLoS biology · 2018Article
- Formation and maintenance of nitrogen-fixing cell patterns in filamentous cyanobacteria.Proceedings of the National Academy of Sciences of the United States of America · 2016Article
- An integrative approach for modeling and simulation of heterocyst pattern formation in cyanobacteria filaments.PLoS computational biology · 2015Article
- Differences in cell division rates drive the evolution of terminal differentiation in microbes.PLoS computational biology · 2012Article
- The 20th anniversary of EMBnet: 20 years of bioinformatics for the Life Sciences community.BMC bioinformatics · 2009Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundTo allow the survival of the population in the absence of nitrogen, some cyanobacteria strains have developed the capability of differentiating into nitrogen fixing cells, forming a characteristic pattern. In this paper, the process by which cyanobacteria differentiates from vegetative cells into heterocysts in the absence of nitrogen and the elements of the gene network involved that allow the formation of such a pattern are investigated.
methodsA simple gene network model, which represents the complexity of the differentiation process, and the role of all variables involved in this cellular process is proposed. Specific characteristics and details of the system's behavior such as transcript profiles for ntcA, hetR and patS between consecutive heterocysts were studied.
resultsThe proposed model is able to capture one of the most distinctive features of this system: a characteristic distance of 10 cells between two heterocysts, with a small standard deviation according to experimental variability. The system's response to knock-out and over-expression of patS and hetR was simulated in order to validate the proposed model against experimental observations. In all cases, simulations show good agreement with reported experimental results.
conclusionA simple evolution mathematical model based on the gene network involved in heterocyst differentiation was proposed. The behavior of the biological system naturally emerges from the network and the model is able to capture the spacing pattern observed in heterocyst differentiation, as well as the effect of external perturbations such as nitrogen deprivation, gene knock-out and over-expression without specific parameter fitting.
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